DocumentCode :
3188703
Title :
Modeling television commercial advertisement markets: To zap or not to zap, that is the question for sponsors of TV programs
Author :
Kyan, H. ; Inoue, Junichi
Author_Institution :
Complex Syst. Eng., Hokkaido Univ., Sapporo, Japan
fYear :
2012
fDate :
16-18 Dec. 2012
Firstpage :
816
Lastpage :
823
Abstract :
We propose a simple probabilistic model of zapping process of television viewers. Our model might be regarded as a `theoretical platform´ to investigate the human collective behavior in the macroscopic scale through the zapping action of each viewer at the microscopic level. The stochastic process of audience measurements as macroscopic quantities such as television program rating point or the so-called gross rating point (GRP for short) are reconstructed using the microscopic modeling of each viewer´s decision making. Assuming that each viewer decides the television station to watch by means of three factors, namely, physical constraints on television controllers, exogenous information such as advertisement of program by television station, and endogenous information given by `word-of-mouth communication´ through the past market history, we shall construct an aggregation probability of Gibbs-Boltzmann-type with the energy function. We discuss the possibility for the ingredients of the model system to exhibit the collective behavior due to not exogenous but endogenous information.
Keywords :
advertising; decision making; stochastic processes; television stations; Gibbs-Boltzmann-type probability; TV program sponsors; aggregation probability; audience measurements; endogenous information; energy function; exogenous information; gross rating point; human collective behavior; macroscopic quantities; macroscopic scale; market history; microscopic level; microscopic modeling; physical constraints; probabilistic model; stochastic process; television commercial advertisement markets modeling; television controllers; television station; television viewers; viewer decision making; word-of-mouth communication; zapping process; Decision making; Humans; Mathematical model; Microscopy; Probabilistic logic; TV; Watches;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
System Integration (SII), 2012 IEEE/SICE International Symposium on
Conference_Location :
Fukuoka
Print_ISBN :
978-1-4673-1496-1
Type :
conf
DOI :
10.1109/SII.2012.6427279
Filename :
6427279
Link To Document :
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